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Jake Van Clief

Founder of Eduba | University of Edinburgh Researcher | Flagler College Alumni | U.S. Marine Corps Veteran |

jakevanclief.substack.comSource feed ↗10 episodes

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The Machine Is Smart.

Being smart is not the hard part.

How One Line of Python Triggers 12,000 Lines of Code

Traced print("Hello World") through every abstraction layer: Python → AST → bytecode → CPython (C) → assembly → machine code → transistors → electrons.

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Before the Singularity

Excerpts from "Rise of the Virtual Vanguard"

The State of Enterprise AI Training 2025

650 Sources, 200 Companies, 1 Massive Gap

A 2,000-Year Overnight Success

The Real History of AI (and computing?)

The Orchestration Imperative

Why Consulting's Future Isn't About AI

Why Even Y Combinator Can't Crack the New Software Paradigm

What I am writing here will be a "Told you so" article in ten years.

Beyond the Turing Test

I may be crazy, but crazy seems sane in a world like this.

The Rise of Computational Orchestration

Most "AI transformations" are failing. Not because the tech doesn't work, but because nobody's orchestrating it.

Between Regulation and Chaos

A Third Way for AI Governance